Model comparison
Qwen3.6-35B-A3B-DFlash vs gemma-3-270m-it
At Q4_K_M, Qwen3.6-35B-A3B-DFlash is the smaller download — 235,691,744 bytes against 253,115,168. At long context the gap widens: gemma-3-270m-it's KV cache at 32K is 2.0× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.6-35B-A3B-DFlash | gemma-3-270m-it | |
|---|---|---|
| Parameters | 386M | 268M |
| Architecture | dflash | gemma3 |
| Layers | 6 | 18 |
| Native context | 262,144 | 32,768 |
| Mixture of experts | no | no |
| Quantizations published | 18 | 39 |
| Smallest quantization | 0.14 GiB | 0.17 GiB |
| Q4_K_M | 0.22 GiB | 0.24 GiB |
| Licence | apache-2.0 | gemma |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.6-35B-A3B-DFlash | gemma-3-270m-it | Ratio |
|---|---|---|---|
| 4,096 | 0.09 GiB | 0.03 GiB | 3.56× |
| 8,192 | 0.12 GiB | 0.04 GiB | 3.13× |
| 16,384 | 0.15 GiB | 0.06 GiB | 2.44× |
| 32,768 | 0.21 GiB | 0.11 GiB | 1.96× |
| 65,536 | 0.34 GiB | 0.20 GiB | 1.67× |
| 131,072 | 0.59 GiB | 0.39 GiB | 1.51× |